{"id":"W2734692228","doi":"10.3389/fbioe.2017.00041","title":"Functionality of Immunoglobulin G and Immunoglobulin M Antibody Physisorbed on Cellulosic Films","year":2017,"lang":"en","type":"article","venue":"Frontiers in Bioengineering and Biotechnology","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Institute of Nuclear Science and Engineering; Australian Research Council; AGE-WELL; Australian Nuclear Science and Technology Organisation","keywords":"Cellulose; Chemistry; Physisorption; Adsorption; Hydrogen bond; Immunoglobulin G; Contact angle; Antibody; Polymer chemistry; Chemical engineering; Materials science; Organic chemistry; Molecule; Composite material; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001354086,0.0002413774,0.0003968453,0.0003197511,0.0001105858,0.00003284668,0.0002973358,0.0004972625,0.000003077722],"category_scores_gemma":[0.00006511938,0.0002287683,0.00004416555,0.0001353086,0.0005277189,0.00006772108,0.0001537425,0.0003692409,0.000001803988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003293166,"about_ca_system_score_gemma":0.000006615778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005521004,"about_ca_topic_score_gemma":0.000001389037,"domain_scores_codex":[0.9990632,0.000008228982,0.0002693869,0.0002832062,0.00007856762,0.0002974109],"domain_scores_gemma":[0.9992917,0.00001727038,0.00007055339,0.0005773534,0.00001577693,0.00002735177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006047062,0.00005682713,0.01286249,0.0002362734,0.0001238935,0.00001741774,0.00004366727,0.0003531557,0.9346797,0.001344968,0.00258594,0.04763515],"study_design_scores_gemma":[0.001501237,0.0003567484,0.08605444,0.0003887827,0.00004563091,0.00004681584,0.0004478182,0.02481137,0.8775617,0.001453075,0.006532607,0.0007997921],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758734,0.009514005,0.01248291,0.0004832738,0.0008161154,0.0001333052,0.00003050821,0.000554906,0.0001115666],"genre_scores_gemma":[0.9833225,0.007289709,0.009303147,0.000007787497,0.00001843161,0.000004361619,0.00001030462,0.00002184069,0.00002190523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07319196,"threshold_uncertainty_score":0.9328901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007806041969282836,"score_gpt":0.2118309642987245,"score_spread":0.2040249223294417,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}